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Workshop
Memory-Efficient Reinforcement Learning with Priority based on Surprise and On-policyness
Ryosuke Unno · Yoshimasa Tsuruoka
Poster
Wed 14:00 FlashAttention: Fast and Memory-Efficient Exact Attention with IO-Awareness
Tri Dao · Dan Fu · Stefano Ermon · Atri Rudra · Christopher Ré
Poster
Tue 14:00 LST: Ladder Side-Tuning for Parameter and Memory Efficient Transfer Learning
Yi-Lin Sung · Jaemin Cho · Mohit Bansal
Poster
Thu 9:00 Back Razor: Memory-Efficient Transfer Learning by Self-Sparsified Backpropagation
Ziyu Jiang · Xuxi Chen · Xueqin Huang · Xianzhi Du · Denny Zhou · Zhangyang Wang
Poster
Learning a Condensed Frame for Memory-Efficient Video Class-Incremental Learning
Yixuan Pei · Zhiwu Qing · Jun CEN · Xiang Wang · Shiwei Zhang · Yaxiong Wang · Mingqian Tang · Nong Sang · Xueming Qian
Workshop
Loop Unrolled Shallow Equilibrium Regularizer (LUSER) - A Memory-Efficient Inverse Problem Solver
Peimeng Guan · Jihui Jin · Justin Romberg · Mark Davenport
Workshop
PEST: Combining Parameter-Efficient Fine-Tuning with Self-Training and Co-Training
Hunter Lang · Monica Agrawal · Yoon Kim · David Sontag
Poster
Thu 9:00 The Stability-Efficiency Dilemma: Investigating Sequence Length Warmup for Training GPT Models
Conglong Li · Minjia Zhang · Yuxiong He
Poster
Thu 9:00 An In-depth Study of Stochastic Backpropagation
Jun Fang · Mingze Xu · Hao Chen · Bing Shuai · Zhuowen Tu · Joseph Tighe
Poster
Thu 9:00 Learning Interface Conditions in Domain Decomposition Solvers
Ali Taghibakhshi · Nicolas Nytko · Tareq Uz Zaman · Scott MacLachlan · Luke Olson · Matthew West
Poster
Tue 14:00 Kernel Memory Networks: A Unifying Framework for Memory Modeling
Georgios Iatropoulos · Johanni Brea · Wulfram Gerstner
Panel
Wed 18:15 Panel 4B-3: Efficient Methods for… & Understanding Deep Contrastive…
Peng Zhao · Yuandong Tian